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频率滤波可改善超声栓塞信号检测。

Frequency filtering improves ultrasonic embolic signal detection.

作者信息

Markus H S, Reid G

机构信息

Department of Clinical Neurosciences, King's College School of Medicine and Dentistry, London, UK.

出版信息

Ultrasound Med Biol. 1999 Jun;25(5):857-60. doi: 10.1016/s0301-5629(99)00029-0.

Abstract

Problems in detection of Doppler cerebral embolic signals primarily occur for embolic signals of low relative intensity. A characteristic feature of embolic signals is that the intensity increase is maximal over a narrow frequency band. Therefore, frequency filtering of the data might improve embolic signal relative intensity and detectability. We implemented an off-line finite impulse response filter in software running on a commercially available transcranial Doppler system, using the time-domain audio data as input. The range of the filter was chosen by placing a box around the embolic signal on the spectral display. One hundred consecutive embolic signals from patients with carotid stenosis were analyzed; all had been recorded by a bigate system and the signal was analyzed in both proximal and distal channels. There was a highly significant increase in embolic signal relative intensity following frequency filtering; mean (SD) proximal channel prefiltering 12.75 (4.83) dB, postfiltering 16.36 (4.93) dB; distal channel prefiltering 13.42 (4.98) dB, postfiltering 16.60 (5.11) dB, for both p < 0.001. Despite all embolic signals being audible and visible in at least one channel on the frequency spectral display, in 17 cases, the amplitude increase associated with the embolic signal could not be clearly seen in time-domain data of one or both channels prior to filtering. Following frequency filtering, this was reduced to 5. Incorporation of such a frequency-filtering approach to an online system is likely to improve the sensitivity of online detection for embolic signals of low relative intensity.

摘要

检测大脑多普勒栓塞信号时的问题主要出现在相对强度较低的栓塞信号上。栓塞信号的一个特征是强度增加在一个狭窄的频带上达到最大。因此,对数据进行频率滤波可能会提高栓塞信号的相对强度和可检测性。我们在一个商用经颅多普勒系统运行的软件中实现了一个离线有限脉冲响应滤波器,将时域音频数据作为输入。通过在频谱显示上围绕栓塞信号放置一个方框来选择滤波器的范围。对100例颈动脉狭窄患者的连续栓塞信号进行了分析;所有信号均由双门系统记录,并在近端和远端通道进行分析。频率滤波后,栓塞信号的相对强度有极显著增加;近端通道均值(标准差):滤波前12.75(4.83)dB,滤波后16.36(4.93)dB;远端通道均值(标准差):滤波前13.42(4.98)dB,滤波后16.60(5.11)dB,两者p均<0.001。尽管所有栓塞信号在频谱显示的至少一个通道中均可听可见,但在17例中,滤波前在一个或两个通道的时域数据中无法清晰看到与栓塞信号相关的幅度增加。频率滤波后,这一数字降至5例。将这种频率滤波方法应用于在线系统可能会提高对相对强度较低的栓塞信号的在线检测灵敏度。

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